Retrieval-Augmented Generation (RAG)

cases daten models generation creating results improved digital method analysis erzeugen dataset contact training performance times text engineering vergleich künstliche zero-shot datasets situation umfasst machine point entwicklung ergebnisse optimization output analyse optimierung applications modells work code generieren asset zeigt quality hyperparameter specific large platform llm learning technik data powerful development prozent key selection entwicklungen fähigkeit deutschland people learn intelligenz input augmented benchmark tokenization modell algorithmen security study content fine-tuning system tools methods genauigkeit knowledge informationen algorithm deep optimieren based process project improve ki-modelle user language systems retrieval layers model prozess tuning technology lage rag llms information methode modelle tool leistung